Triple
T22123966
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fear Factory |
E546744
|
entity |
| Predicate | hasFormerMember |
P1168
|
FINISHED |
| Object |
Byron Stroud
Byron Stroud is a Canadian bassist best known for his work in metal bands such as Strapping Young Lad and Fear Factory.
|
E1524149
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Byron Stroud | Statement: [Fear Factory, hasFormerMember, Byron Stroud]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Byron Stroud Context triple: [Fear Factory, hasFormerMember, Byron Stroud]
-
A.
Byron Bowers
Byron Bowers is an American stand-up comedian, writer, and actor known for his work in television, film, and comedy specials.
-
B.
Byron Bunch
Byron Bunch is a hardworking, morally upright mill worker in William Faulkner’s novel "Light in August," known for his quiet compassion and unrequited love for Lena Grove.
-
C.
Brad Strickland
Brad Strickland is an American science fiction and fantasy author known for his work on series such as "The Lewis Barnavelt" books and various media tie-in novels.
-
D.
Byron Simpson
Byron Simpson is a screenwriter best known for co-writing the animated adventure film "The Rescuers Down Under."
-
E.
Byron Keith
Byron Keith was an American character actor best known for his supporting roles in mid-20th-century film and television, including crime and detective series.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Byron Stroud Triple: [Fear Factory, hasFormerMember, Byron Stroud]
Generated description
Byron Stroud is a Canadian bassist best known for his work in metal bands such as Strapping Young Lad and Fear Factory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Byron Stroud Target entity description: Byron Stroud is a Canadian bassist best known for his work in metal bands such as Strapping Young Lad and Fear Factory.
-
A.
Byron Bowers
Byron Bowers is an American stand-up comedian, writer, and actor known for his work in television, film, and comedy specials.
-
B.
Byron Bunch
Byron Bunch is a hardworking, morally upright mill worker in William Faulkner’s novel "Light in August," known for his quiet compassion and unrequited love for Lena Grove.
-
C.
Brad Strickland
Brad Strickland is an American science fiction and fantasy author known for his work on series such as "The Lewis Barnavelt" books and various media tie-in novels.
-
D.
Byron Simpson
Byron Simpson is a screenwriter best known for co-writing the animated adventure film "The Rescuers Down Under."
-
E.
Byron Keith
Byron Keith was an American character actor best known for his supporting roles in mid-20th-century film and television, including crime and detective series.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e11e39bf348190b541bfa16a7b71e0 |
completed | April 16, 2026, 5:36 p.m. |
| NER | Named-entity recognition | batch_69f1298016e081909d00015ca516d9fd |
completed | April 28, 2026, 9:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0aa5fe88488190b775ff282d8b4e3b |
completed | May 18, 2026, 5:39 a.m. |
| NEDg | Description generation | batch_6a0aa6930fa481909bfd0c97f4880804 |
completed | May 18, 2026, 5:41 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0aa7150e9c81908069369f2075dea5 |
completed | May 18, 2026, 5:43 a.m. |
Created at: April 16, 2026, 8:31 p.m.